Expertise by AI

🎯 Always available expertise powered by AI

🚧 Warning: Under Heavy Construction.🚧

Input: Your Data	➡️	Output: Your Model
	➡️

👉 Get Started

Goals

This project has 2 goals:

• [x] 🧠 Educate: Empower builders by providing a comprehensive, step-by-step guide on how to develop their own AI language models
• [x] 🚀 Ship: Versatile end-to-end framework for quickly generating open-source AI language models with expertise in diverse domains

Projects

List of included projects with completed guide, code, models, and datasets:

• [ ] 🚧 Startup Advisor
• [ ] Agent

💡Suggest your own ideas!

Guide Overview

Step by step guide to generate your own AI language models from scratch & deploy to production.

1. Data Generation
   • [x] YouTube Playlist
2. Training
   • [x] Axolotl
   • [x] H2O LLM Studio
3. Testing
   • [x] oobabooga/text-generation-webui
   • [ ] Axolotl
   • [ ] H2O LLM Studio
   • [ ] Python
4. Optimizating
   • [x] Quantization
   • [x] AutoGPTQ
   • [ ] GPTQ-for-LLaMa
   • [ ] ExLLaMa
5. Deployment
   • [x] Replicate
   • [ ] Runpod
   • [ ] Huggingface

Let's get started.

Disclaimer: These datasets (e.g. from YouTube) and models (e.g. LLaMA) are intended for non-commercial research and educational purposes only. Feel free to edit the source code to suit your needs to generate models with your own data.